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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGM2 is potential prognostic, high expression is favorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGM2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
6.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
5.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGM2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGM2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
